<This is a free LoRA, please don't use it for commercial stuff or other profit-making schemes.>

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*** Please note: this Lora contains ???? data/images/videos ***

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Known issues with Wan2.2-Remix and Wan2.2-SmoothMix:

Since the above 3rd-party checkpoints have merged other ?????? effects, especially '?????? bounce', this can conflict with and override the InvisibleGrope effect of this LoRA.

For the best results, please use the official WAN2.2 original Base checkpoint.

If you must use Remix or SmoothMix, Please set the LoRA strength to 1.2-1.5.

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ChangeLog:
*2025/10/16: Released LoRA v1.0 based on WAN2.1 14B T2V, supporting T2V and I2V modes and functioning well.

*2025/10/19: Released a derivative LoRA v1.0 version based on WAN2.2 5B TI2V, supporting T2V and I2V modes, though limited by the constraints of the original 5B model, some details of Invisible touch cannot be expressed.

*2025/10/25: Releasing the test version of the derived LoRA v0.6 bate based on WAN2.2 14B T2V. It supports both T2V and I2V modes, but the performance and details of this model are far inferior to WAN2.1-14B, even though used the same raw dataset and training methods.

*2025/11/03: Releasing the official v1.0 version of the derived LoRA based on WAN2.2 14B I2V. Current tests show it performs stably, and when paired with the '4-step generation' method, you can get faster speeds and consistent performance.

Description:

Trained on WAN2.1/2.2 5B-14B model, and compatible with I2V-14B 480P/720P. For I2V scenarios, please use an image that contained "breast(s)"as the starting frame.

Leveraged images and videos at 720x720, 640x640, and 1024x1024 resolutions. Heavily utilized AI-generated images and videos(Contains ???? dataset), with the video portion specifically sourced from VAM for synthetic dataset creation.

In both T2V and I2V modes on WAN2.1/2.2, it also plays nice with other LoRAs.

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Datasets:

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Images: 900

Videos: 1160

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Training details:

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WAN2.1 14B -

Training Steps: 8517

Training Epoch: 19

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WAN2.2 5B -

Training Steps: 9569

Training Epoch: 20

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WAN2.2 14B - T2V - HighNoise

Training Steps: 7987

Training Epoch: 15

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WAN2.2 14B - T2V - LowNoise

Training Steps: 10669

Training Epoch: 23

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Trigger Words:

invisiblegrope, ghostgrope, invisiblegrab, ghostgrab.

>>> I've already uploaded those other 400+ random prompts used for testing effectiveness to the attachment. Feel free to download and check them out. <<<

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For 14B model:

Simple prompt 1(T2V Test):

invisiblegrope. A woman lying on a sofa, her both ??????? being alternately sucked upwards by invisible mouths.

Simple prompt 2(T2V Test):

invisiblegrope. A woman, ??????? under theclothes, then a pair of invisible mouths latch onto both ??????? and (alternately pull upwards:2), causing indentations on the fabric of the ??????? due to the unseen suction.

Simple prompt 3(I2V Test):

invisiblegrope. A woman, her both ??????? grabbed and alternately kneaded by a pair of invisible hands, the invisible fingers digging into the ??????? causing obvious skin indentations. This showcases the depth of the invisible hands' grip on the ???????. The woman opens her mouth ???????. No hans visible on breasts.

Extra prompt 4(I2V Test):

High-quality video, 4K resolution. invisiblegrope, ghostgrab, invisiblegrab, invisibletouch. A girl with purple hair, wearing a pink long-sleeved top over a yellow undergarment, her ????????????? fully exposed and prominent. Two ??????? are separately influenced by unseen forces. The left side ?????? is sucked by an invisible mouth, first depressing it downward and then pulling it high upwards. due to the invisible pressure, the ?????? becomes ????? and slightly upturned. Meanwhile, the right side ?????? is lifted from below by an invisible hand, causing it to rise and be slightly pressed together, forming an obvious indentation at the bottom of the right ?????? where the invisible hand grips. The right ?????? tilts slightly upward, while the left ?????? is teasingly stretched towards the upper left corner. Both ??????? react dynamically to the unseen caresses. The woman blushes with a red face, opens her mouth, and ????? in response to the stretching of her breasts.

Extra prompt 5(I2V Test):

High-quality video, 4K resolution. invisiblegrope, ghostgrab, invisiblegrab, invisibletouch. A pair of invisible hands acts on the fabric, grasping both ???????, with the unseen fingers leaving deep imprints on the clothing covering the full left and right ???????. Clear indentations on the fabric show the invisible fingers gripping the ???????. The fabric subtly begins to move alternately up and down as the ??????? are gently grasped and massaged by the pair of invisible hands. This motion reveals the contours of her ???????, creating subtle indentations. With the light pinching and releasing by the invisible hands, the ??????? lift slightly and tremble along with the fabric, as if experiencing a moment of warmth and surprise. The ??????? are not visible, covered by the fabric.

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For 5B model:

I2V TEST 1:

invisiblegrope, ghostgrope, invisiblegrab, ghostgrab.A woman wearing clothing that clings tightly to her ???????, highlighting sensual curves. Suddenly, a pair of invisible hands roughly grip both ???????, deeply embedding into the fabric, thus creating obvious finger indentations on the material, then beginning to alternately rub them up and down. No hands are visible on the ?????, no hands.

I2V TEST 2:

invisiblegrope, ghostgrope, invisiblegrab, ghostgrab. A woman, ??????? exposed, then a pair of invisible mouths latch onto both ??????? and (alternately pull upwards:2), causing indentations on the skin of the ??????? due to the unseen suction. no mouths visible on breasts

I2V TEST 3:

invisiblegrope, ghostgrope, invisiblegrab, ghostgrab. A pair of invisible hands gently grasps her ??????? from below, softly squeezing, massaging, and shaping them, causing them to slightly rise and then rebound. The effect of the touch creates subtle but noticeable indentations on the soft skin of her ???????, accentuating their fullness. no hands visible on breasts

I2V TEST 4:

invisiblegrope, ghostgrope, invisiblegrab, ghostgrab. A girl, her both ??????? grabbed and alternately kneaded by a pair of invisible hands, the invisible fingers digging into the ??????? causing obvious skin indentations. This showcases the depth of the invisible hands' grip on the ???????. The woman opens her mouth ???????. no hands visible on breasts

I2V TEST 5:

invisiblegrope, ghostgrope, invisiblegrab, ghostgrab. Her ??????? suddenly become active on their own, as if caressed by invisible hands, rising and falling rhythmically, emphasizing the natural elasticity and texture of her skin. Faint indentations appear on the skin of her ???????, enhancing the impression of a gentle, invisible touch. Simultaneously, both ??????? are pulled upward, standing out prominently against her smooth skin. no hands visible on breasts

I2V TEST 6:

High-quality video, 4K resolution. invisiblegrope, ghostgrab, invisiblegrab, invisibletouch, ghosttouch.A woman, ??????? exposed with ??????? ?????, and her mouth slightly open showing signs of shock and fear. Woman's left ?????? exposed with an ????? ?????? pointing upward due to being sucked by an invisible mouth, right ?????? gripped by an invisible hand causing slight skin deformation and bouncing up and down.(handsless, handless, no hands, no fingers, fingerless, no mouth:2), ultra detailed ??????? and nipples,(highly detailed ??????, highly detailed breas, detailed face:1.2), ??????? are moving (under the bra or under the cloth:2). camera hold static, no hands move, no arm move,no camera move, no body shake